Seamless and automated rapeseed mapping for large cloudy regions using time-series optical satellite imagery
出版年份 2021 全文链接
标题
Seamless and automated rapeseed mapping for large cloudy regions using time-series optical satellite imagery
作者
关键词
Rapeseed mapping, Time-series optical satellite imagery, Large cloudy region, Winter Rapeseed Index, Phenology, Machine learning
出版物
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
Volume 184, Issue -, Pages 45-62
出版商
Elsevier BV
发表日期
2021-12-16
DOI
10.1016/j.isprsjprs.2021.12.001
参考文献
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注意：仅列出部分参考文献，下载原文获取全部文献信息。- Detecting flowering phenology in oil seed rape parcels with Sentinel-1 and -2 time series
- (2020) Raphaël d’Andrimont et al. REMOTE SENSING OF ENVIRONMENT
- Optimal Temporal Window Selection for Winter Wheat and Rapeseed Mapping with Sentinel-2 Images: A Case Study of Zhongxiang in China
- (2020) Shiyao Meng et al. Remote Sensing
- Exploring the Spatio-Temporal Dynamics of Winter Rape on the Middle Reaches of Yangtze River Valley Using Time-Series MODIS Data
- (2020) Jianbin Tao et al. Sustainability
- Application of rapeseed residue increases soil organic matter, microbial biomass, and enzyme activity and mitigates cadmium pollution risk in paddy fields
- (2020) Wentao Yang et al. ENVIRONMENTAL POLLUTION
- Sentinel-1 time series data for monitoring the phenology of winter wheat
- (2020) Michael Schlund et al. REMOTE SENSING OF ENVIRONMENT
- Transfer Learning for Crop classification with Cropland Data Layer data (CDL) as training samples
- (2020) Pengyu Hao et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Mapping crops within the growing season across the United States
- (2020) Venkata Shashank Konduri et al. REMOTE SENSING OF ENVIRONMENT
- Phenology-based sample generation for supervised crop type classification
- (2020) Mariana Belgiu et al. International Journal of Applied Earth Observation and Geoinformation
- Remote Sensing Image Spatiotemporal Fusion Using a Generative Adversarial Network
- (2020) Hongyan Zhang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection
- (2019) Omid Ghorbanzadeh et al. Remote Sensing
- Stable classification with limited sample: transferring a 30-m resolution sample set collected in 2015 to mapping 10-m resolution global land cover in 2017
- (2019) Peng Gong et al. Science Bulletin
- Crop type mapping without field-level labels: Random forest transfer and unsupervised clustering techniques
- (2019) Sherrie Wang et al. REMOTE SENSING OF ENVIRONMENT
- Spatiotemporal Image Fusion in Remote Sensing
- (2019) Mariana Belgiu et al. Remote Sensing
- A Novel Spatio-Temporal FCN-LSTM Network for Recognizing Various Crop Types Using Multi-Temporal Radar Images
- (2019) Nima Teimouri et al. Remote Sensing
- Mapping Winter Crops in China with Multi-Source Satellite Imagery and Phenology-Based Algorithm
- (2019) Haifeng Tian et al. Remote Sensing
- Fmask 4.0: Improved cloud and cloud shadow detection in Landsats 4–8 and Sentinel-2 imagery
- (2019) Shi Qiu et al. REMOTE SENSING OF ENVIRONMENT
- Automatic canola mapping using time series of sentinel 2 images
- (2019) Davoud Ashourloo et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Fusing multi-source data to map spatio-temporal dynamics of winter rape on the Jianghan Plain and Dongting Lake Plain, China
- (2019) Jian-bin TAO et al. Journal of Integrative Agriculture
- Remote sensing for agricultural applications: A meta-review
- (2019) M. Weiss et al. REMOTE SENSING OF ENVIRONMENT
- Ecological and economic benefits of planting winter rapeseed (Brassica rapa L.) in the wind erosion area of northern China
- (2019) Li Ma et al. Scientific Reports
- Source-sink manipulations indicate seed yield in canola is limited by source availability
- (2018) Heping Zhang et al. EUROPEAN JOURNAL OF AGRONOMY
- Assessment of atmospheric correction methods for Sentinel-2 images in Mediterranean landscapes
- (2018) Ion Sola et al. International Journal of Applied Earth Observation and Geoinformation
- Implementation of machine-learning classification in remote sensing: an applied review
- (2018) Aaron E. Maxwell et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis
- (2018) Mariana Belgiu et al. REMOTE SENSING OF ENVIRONMENT
- Land surface phenology: What do we really ‘see’ from space?
- (2018) David Helman SCIENCE OF THE TOTAL ENVIRONMENT
- A Regional Mapping Method for Oilseed Rape Based on HSV Transformation and Spectral Features
- (2018) Dong Wang et al. ISPRS International Journal of Geo-Information
- Intra-annual reflectance composites from Sentinel-2 and Landsat for national-scale crop and land cover mapping
- (2018) Patrick Griffiths et al. REMOTE SENSING OF ENVIRONMENT
- Near real-time agriculture monitoring at national scale at parcel resolution: Performance assessment of the Sen2-Agri automated system in various cropping systems around the world
- (2018) Pierre Defourny et al. REMOTE SENSING OF ENVIRONMENT
- Automated cropland mapping of continental Africa using Google Earth Engine cloud computing
- (2017) Jun Xiong et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Satellite-based assessment of yield variation and its determinants in smallholder African systems
- (2017) Marshall Burke et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Early season large-area winter crop mapping using MODIS NDVI data, growing degree days information and a Gaussian mixture model
- (2017) Sergii Skakun et al. REMOTE SENSING OF ENVIRONMENT
- Understanding the temporal behavior of crops using Sentinel-1 and Sentinel-2-like data for agricultural applications
- (2017) Amanda Veloso et al. REMOTE SENSING OF ENVIRONMENT
- National-scale soybean mapping and area estimation in the United States using medium resolution satellite imagery and field survey
- (2017) Xiao-Peng Song et al. REMOTE SENSING OF ENVIRONMENT
- Toward mapping crop progress at field scales through fusion of Landsat and MODIS imagery
- (2017) Feng Gao et al. REMOTE SENSING OF ENVIRONMENT
- Spatiotemporal patterns of paddy rice croplands in China and India from 2000 to 2015
- (2017) Geli Zhang et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Mapping winter wheat using phenological feature of peak before winter on the North China Plain based on time-series MODIS data
- (2017) Jian-bin TAO et al. Journal of Integrative Agriculture
- Genome-Wide Association Study Reveals the Genetic Architecture Underlying Salt Tolerance-Related Traits in Rapeseed (Brassica napus L.)
- (2017) Heping Wan et al. Frontiers in Plant Science
- Biofuel by isomerizing metathesis of rapeseed oil esters with (bio)ethylene for use in contemporary diesel engines
- (2017) Kai F. Pfister et al. Science Advances
- Efficiency Assessment of Multitemporal C-Band Radarsat-2 Intensity and Landsat-8 Surface Reflectance Satellite Imagery for Crop Classification in Ukraine
- (2016) Sergii Skakun et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Optical remotely sensed time series data for land cover classification: A review
- (2016) Cristina Gómez et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Random forest in remote sensing: A review of applications and future directions
- (2016) Mariana Belgiu et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- An evaluation of time-series smoothing algorithms for land-cover classifications using MODIS-NDVI multi-temporal data
- (2016) Yang Shao et al. REMOTE SENSING OF ENVIRONMENT
- Spectral considerations for modeling yield of canola
- (2016) John J. Sulik et al. REMOTE SENSING OF ENVIRONMENT
- Mapping paddy rice planting area in northeastern Asia with Landsat 8 images, phenology-based algorithm and Google Earth Engine
- (2016) Jinwei Dong et al. REMOTE SENSING OF ENVIRONMENT
- Remote Estimation of Vegetation Fraction and Flower Fraction in Oilseed Rape with Unmanned Aerial Vehicle Data
- (2016) Shenghui Fang et al. Remote Sensing
- Early-season mapping of crops and cultural operations using very high spatial resolution Pléiades images
- (2015) E. Vaudour et al. International Journal of Applied Earth Observation and Geoinformation
- Global land cover mapping at 30m resolution: A POK-based operational approach
- (2015) Jun Chen et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Assessing winter oilseed rape freeze injury based on Chinese HJ remote sensing data
- (2015) Bao She et al. Journal of Zhejiang University-SCIENCE B
- Tracking the dynamics of paddy rice planting area in 1986–2010 through time series Landsat images and phenology-based algorithms
- (2015) Jinwei Dong et al. REMOTE SENSING OF ENVIRONMENT
- Where to produce rapeseed biodiesel and why? Mapping European rapeseed energy efficiency
- (2015) Iris van Duren et al. RENEWABLE ENERGY
- Bringing an ecological view of change to Landsat-based remote sensing
- (2014) Robert E Kennedy et al. FRONTIERS IN ECOLOGY AND THE ENVIRONMENT
- Multi range spectral feature fitting for hyperspectral imagery in extracting oilseed rape planting area
- (2013) Zhuokun Pan et al. International Journal of Applied Earth Observation and Geoinformation
- Broad-scale cruciferous weed patch classification in winter wheat using QuickBird imagery for in-season site-specific control
- (2013) Ana Isabel de Castro et al. PRECISION AGRICULTURE
- Satellite Image Time Series Analysis Under Time Warping
- (2012) François Petitjean et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Rice monitoring with multi-temporal and dual-polarimetric TerraSAR-X data
- (2012) Wolfgang Koppe et al. International Journal of Applied Earth Observation and Geoinformation
- Yellow flowers can decrease NDVI and EVI values: evidence from a field experiment in an alpine meadow
- (2011) Miaogen Shen et al. CANADIAN JOURNAL OF REMOTE SENSING
- Global trends of rapeseed grain yield stability and rapeseed-to-wheat yield ratio in the last four decades
- (2011) Déborah P. Rondanini et al. EUROPEAN JOURNAL OF AGRONOMY
- Evaluating the effectiveness of smoothing algorithms in the absence of ground reference measurements
- (2011) Clement Atzberger et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Food or fuel? What European farmers can contribute to Europe's transport energy requirements and the Doha Round
- (2009) Jennifer Baka et al. ENERGY POLICY
- MODIS Collection 5 global land cover: Algorithm refinements and characterization of new datasets
- (2009) Mark A. Friedl et al. REMOTE SENSING OF ENVIRONMENT
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